DataFrame Previews (2405, gradegroup_assessment_summary)

term_finalgrade_df

class_number course_id grade id idnumber mark term_code userid username
10252 163601 D 139055 110439723 80.0 2405 95225 attry003
10252 163601 C 139056 110432270 69.0 2405 93981 benmy040
10252 163601 F2 139057 110380248 15.0 2405 45639 brijy031
10252 163601 D 139058 110435367 81.0 2405 94154 brony027
10252 163601 HD 139059 110439437 86.0 2405 95128 caray079
10252 163601 D 139060 110431933 75.0 2405 93737 chaly130
10252 163601 F2 139061 110434135 0.0 2405 94161 cofly002
10252 163601 F2 139062 110439186 13.0 2405 95164 comjy006
10252 163601 P1 139063 110437753 63.0 2405 94846 dalny016
10252 163601 D 139064 110438274 80.0 2405 94894 dodmy005

term_user_count

233

term_unique_userid

0
95225
93981
45639
94154
95128
93737
94161
95164
94846
94894

term_unique_username

0
attry003
benmy040
brijy031
brony027
caray079
chaly130
cofly002
comjy006
dalny016
dodmy005

distribution_df

Grade Count
HD 9
D 71
C 64
P1 29
P2 10
F1 3
F2 42
I 5
Total Enrolment 233

grade_group_df

grade_group userid_list username_list group_total total_enrollment
cd [95225, 93981, 94154, 93737, 94894, 95066, 93812, 94533, 94878, 51751, 51056, 94911, 94546, 93854, 95176, 95191, 95051, 94519, 94775, 94090, 94881, 95098, 94030, 93443, 34546, 95007, 95114, 93727, 94836, 94193, 94951, 95097, 94640, 95085, 94660, 94612, 95240, 94080, 95161, 95103, 94850, 93845, 94942, 94880, 95001, 94481, 94644, 94883, 95105, 94105, 95057, 93761, 95143, 94537, 95090, 51971, 93823, 93822, 94742, 94132, 51973, 95122, 93843, 94429, 94459, 94576, 94127, 94192, 93825, 94431, 51408, 94416, 13707, 93904, 29217, 94178, 93896, 94753, 94639, 93620, 94156, 94571, 94086, 93807, 94584, 94199, 94163, 94382, 94616, 40989, 95226, 94179, 93813, 94991, 94007, 94006, 94926, 94094, 93382, 93736, ...] [attry003, benmy040, brony027, chaly130, dodmy005, galty014, gatjy008, griky020, hantm002, harsa020, hewcy009, hilby015, hunty013, innjy005, kemmy007, laiby007, magmy025, mcady007, mesfy001, mudry001, nicsy031, oweds001, paajy001, peagy008, percj006, porsw001, puldy007, renly010, steay073, talsy015, tokly002, tucdy003, viljy004, belmy040, bodjy006, claky019, claey020, contj007, dohjy004, douny012, edway014, fisyy001, germy017, glady008, greiy005, handy030, harny036, holcy023, ikicy001, jamty006, johgy013, jonay043, kahmy006, lowsy037, macay061, malpy019, lofjl001, salvy006, sancy029, spisy007, wargm002, wescy011, davcy038, dodby003, dunsy028, fraty012, gesky001, kedvy001, matdy032, melmy010, notsy003, oloky007, plamy009, tepjy002, tomik001, warfy006, armhj001, catty003, chajy159, cimdy001, cragy005, flycy002, giley011, hibey001, hogiy001, lakgy004, mcmly010, mctcp001, mitjy038, moony012, sarjy013, sukcy002, tatcy008, canry012, eyesy001, batjy025, botjy008, canjr001, daljy018, davdy028, ...] 135 233
f [45639, 94161, 95164, 95147, 93799, 41135, 95056, 95009, 93686, 93984, 95194, 93626, 93333, 47785, 47135, 93367, 52121, 95159, 51394, 50545, 93611, 94549, 36339, 95144, 74099, 93050, 46710, 46002, 45321, 92803, 93473, 63360, 63145, 51484, 94849, 94155, 95040, 93941, 53365, 81796, 94260, 94024, 94376, 92659, 94535] [brijy031, cofly002, comjy006, jalmy009, mcksy038, molay015, parry051, seaay011, tomty005, tomgy003, turay021, whehy001, mohfy023, bornt001, burmy032, dobsy010, framy015, heltm002, jarsy014, kolsy012, muigy001, worhy003, bonmy018, walay08f, palmr002, praly006, robey022, wesca004, allay020, cungy002, earcy005, facsa001, hirml002, mccey014, nelry007, spily011, reiby009, armmy017, jovmy004, mccjd007, mcgmk002, myljy003, taumy006, xbvnn005, towjm002] 45 233
hd [95128, 93465, 94693, 93791, 93861, 95050, 93441, 94550, 94071] [caray079, hocms001, merty007, yanty027, newgy005, waldy040, lawby012, litey004, wauay006] 9 233
i [94764, 94403, 94832, 37199, 54683] [payiy002, pinhy005, galhy004, miljy063, pursy012] 5 233
p [94846, 95219, 44178, 93794, 93836, 95065, 94853, 94722, 94278, 93853, 94914, 94430, 51125, 94257, 94956, 24535, 95167, 93437, 94189, 94130, 94031, 95262, 94005, 50777, 93900, 94462, 94109, 56965, 93592, 50186, 95046, 52187, 94611, 94768, 93985, 93841, 95021, 95082, 94708] [dalny016, haysy038, kukhy001, levdy001, murmy041, phaky024, reeby005, rusgy007, atkzy002, braky046, chaey035, golja006, hoszy005, pasty009, doury009, mudcy006, qurny001, hilky020, khecy002, strcy018, tonmy020, alkjy004, deyhp002, hofla002, peasy019, annjy009, colsy053, hamsj008, kolty003, lathy005, lawty019, morey026, tregy003, webcy018, weijy038, grilc004, rohjt001, shafy036, strjy019] 39 233

shared_ids_df

userid
94722
54791
95240
50186
94742
94749
40989
47135
95262
29217

matched_log_df

action cmid course id mark_for_deletion module time url userid
view 0 3547 170578804 NaN course 1704672020 view.php?id=3547 94071
view 687632 3547 170578810 NaN assign 1704672023 view.php?id=687632 63145
view 687632 3547 170578812 NaN assign 1704672023 view.php?id=687632 63145
view section 0 3547 170578816 NaN course 1704672025 view.php?id=3547&section=22 94071
view section 0 3547 170578818 NaN course 1704672025 view.php?id=3547&section=31 95194
view 687633 3547 170578831 NaN resource 1704672031 view.php?id=687633 63145
view section 0 3547 170578833 NaN course 1704672032 view.php?id=3547&section=11 94180
view section 0 3547 170578840 NaN course 1704672033 view.php?id=3547&section=24 94708
view forum 687604 3547 170578888 NaN forum 1704672052 view.php?f=61093 94991
view 0 3547 170578895 NaN course 1704672055 view.php?id=3547 94071

time_log_df

action cmid course id mark_for_deletion module time url userid time_datetime time_year time_month time_day access_hour time_bucket
view 0 3547 170578804 NaN course 1704672020 view.php?id=3547 94071 2024-01-08 00:00:20 2024 1 8 0 Early Morning
view 687632 3547 170578810 NaN assign 1704672023 view.php?id=687632 63145 2024-01-08 00:00:23 2024 1 8 0 Early Morning
view 687632 3547 170578812 NaN assign 1704672023 view.php?id=687632 63145 2024-01-08 00:00:23 2024 1 8 0 Early Morning
view section 0 3547 170578816 NaN course 1704672025 view.php?id=3547&section=22 94071 2024-01-08 00:00:25 2024 1 8 0 Early Morning
view section 0 3547 170578818 NaN course 1704672025 view.php?id=3547&section=31 95194 2024-01-08 00:00:25 2024 1 8 0 Early Morning
view 687633 3547 170578831 NaN resource 1704672031 view.php?id=687633 63145 2024-01-08 00:00:31 2024 1 8 0 Early Morning
view section 0 3547 170578833 NaN course 1704672032 view.php?id=3547&section=11 94180 2024-01-08 00:00:32 2024 1 8 0 Early Morning
view section 0 3547 170578840 NaN course 1704672033 view.php?id=3547&section=24 94708 2024-01-08 00:00:33 2024 1 8 0 Early Morning
view forum 687604 3547 170578888 NaN forum 1704672052 view.php?f=61093 94991 2024-01-08 00:00:52 2024 1 8 0 Early Morning
view 0 3547 170578895 NaN course 1704672055 view.php?id=3547 94071 2024-01-08 00:00:55 2024 1 8 0 Early Morning

weekly_user_course_timebucket_summary

userid year week timebucket_early_morning_action_count timebucket_morning_action_count timebucket_afternoon_action_count timebucket_evening_action_count timebucket_night_late_action_count total_login week_time
13707 2024 2 59.0 90.0 63.0 37.0 8.0 257.0 2024-01-08 to 2024-01-14
13707 2024 3 4.0 1.0 18.0 0.0 5.0 28.0 2024-01-15 to 2024-01-21
13707 2024 5 7.0 24.0 40.0 19.0 8.0 98.0 2024-01-29 to 2024-02-04
13707 2024 6 75.0 43.0 186.0 0.0 3.0 307.0 2024-02-05 to 2024-02-11
13707 2024 7 3.0 61.0 36.0 8.0 0.0 108.0 2024-02-12 to 2024-02-18
13707 2024 8 27.0 42.0 27.0 0.0 0.0 96.0 2024-02-19 to 2024-02-25
13707 2024 10 6.0 0.0 0.0 0.0 8.0 14.0 2024-03-04 to 2024-03-10
13707 2024 11 0.0 4.0 7.0 0.0 25.0 36.0 2024-03-11 to 2024-03-17
18704 2024 2 0.0 120.0 1.0 0.0 0.0 121.0 2024-01-08 to 2024-01-14
18704 2024 3 3.0 34.0 0.0 0.0 0.0 37.0 2024-01-15 to 2024-01-21

nudge_result

userid year week total_login week_time decline_percentage nudge_activate
13707 2024 2 257.0 2024-01-08 to 2024-01-14 0.000000 0
13707 2024 3 28.0 2024-01-15 to 2024-01-21 89.105058 1
13707 2024 5 98.0 2024-01-29 to 2024-02-04 0.000000 0
13707 2024 6 307.0 2024-02-05 to 2024-02-11 0.000000 0
13707 2024 7 108.0 2024-02-12 to 2024-02-18 64.820847 1
13707 2024 8 96.0 2024-02-19 to 2024-02-25 11.111111 0
13707 2024 10 14.0 2024-03-04 to 2024-03-10 85.416667 1
13707 2024 11 36.0 2024-03-11 to 2024-03-17 0.000000 0
18704 2024 2 121.0 2024-01-08 to 2024-01-14 0.000000 0
18704 2024 3 37.0 2024-01-15 to 2024-01-21 69.421488 1

nudge_summary

userid nudge_1_weeks nudge_0_weeks nudge_1_count nudge_0_count
13707 [2024-W3 (2024-01-15 to 2024-01-21), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W10 (2024-03-04 to 2024-03-10)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W11 (2024-03-11 to 2024-03-17)] 3 5
18704 [2024-W3 (2024-01-15 to 2024-01-21), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W12 (2024-03-18 to 2024-03-24)] 4 7
24535 [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W11 (2024-03-11 to 2024-03-17)] 4 6
29217 [2024-W3 (2024-01-15 to 2024-01-21), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W9 (2024-02-26 to 2024-03-03)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] 5 5
34546 [2024-W8 (2024-02-19 to 2024-02-25)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W4 (2024-01-22 to 2024-01-28), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] 1 8
36339 [] [2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04)] 0 2
37199 [2024-W4 (2024-01-22 to 2024-01-28), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W11 (2024-03-11 to 2024-03-17)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10)] 3 7
40989 [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W8 (2024-02-19 to 2024-02-25)] [2024-W2 (2024-01-08 to 2024-01-14), 2024-W3 (2024-01-15 to 2024-01-21), 2024-W5 (2024-01-29 to 2024-02-04), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W9 (2024-02-26 to 2024-03-03), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] 3 7
41135 [2024-W5 (2024-01-29 to 2024-02-04)] [2024-W3 (2024-01-15 to 2024-01-21)] 1 1
44178 [2024-W9 (2024-02-26 to 2024-03-03)] [2024-W4 (2024-01-22 to 2024-01-28), 2024-W6 (2024-02-05 to 2024-02-11), 2024-W7 (2024-02-12 to 2024-02-18), 2024-W8 (2024-02-19 to 2024-02-25), 2024-W10 (2024-03-04 to 2024-03-10), 2024-W11 (2024-03-11 to 2024-03-17)] 1 6

summary_all_log_timebucket_plot_df

time_bucket_order time_bucket total_action_count
1 timebucket_early_morning_action_count 77865.0
2 timebucket_morning_action_count 65468.0
3 timebucket_afternoon_action_count 17005.0
4 timebucket_evening_action_count 9321.0
5 timebucket_night_late_action_count 17868.0

plot_timebucket_by_week

week_time timebucket_early_morning_action_count timebucket_morning_action_count timebucket_afternoon_action_count timebucket_evening_action_count timebucket_night_late_action_count total_login
2024-01-08 to 2024-01-14 11066.0 8791.0 1164.0 839.0 1720.0 23580.0
2024-01-15 to 2024-01-21 8224.0 7505.0 2335.0 826.0 1771.0 20661.0
2024-01-22 to 2024-01-28 5302.0 4331.0 1004.0 640.0 1360.0 12637.0
2024-01-29 to 2024-02-04 9377.0 9304.0 2042.0 1118.0 2437.0 24278.0
2024-02-05 to 2024-02-11 10900.0 9151.0 2564.0 1079.0 3017.0 26711.0
2024-02-12 to 2024-02-18 11300.0 8809.0 2544.0 1199.0 2662.0 26514.0
2024-02-19 to 2024-02-25 5653.0 4104.0 1443.0 840.0 1049.0 13089.0
2024-02-26 to 2024-03-03 5561.0 4170.0 1121.0 1031.0 1417.0 13300.0
2024-03-04 to 2024-03-10 4564.0 4074.0 1123.0 766.0 1248.0 11775.0
2024-03-11 to 2024-03-17 5419.0 4773.0 1606.0 901.0 1049.0 13748.0

gradegroup_time_log_df

action cmid course id mark_for_deletion module time url userid time_datetime time_year time_month time_day access_hour time_bucket grade_group_matched date time_bucket_num
view 0 3547 170578804 NaN course 1704672020 view.php?id=3547 94071 2024-01-08 00:00:20 2024 1 8 0 early morning hd 2024-01-08 1
view 687632 3547 170578810 NaN assign 1704672023 view.php?id=687632 63145 2024-01-08 00:00:23 2024 1 8 0 early morning f 2024-01-08 1
view 687632 3547 170578812 NaN assign 1704672023 view.php?id=687632 63145 2024-01-08 00:00:23 2024 1 8 0 early morning f 2024-01-08 1
view section 0 3547 170578816 NaN course 1704672025 view.php?id=3547&section=22 94071 2024-01-08 00:00:25 2024 1 8 0 early morning hd 2024-01-08 1
view section 0 3547 170578818 NaN course 1704672025 view.php?id=3547&section=31 95194 2024-01-08 00:00:25 2024 1 8 0 early morning f 2024-01-08 1
view 687633 3547 170578831 NaN resource 1704672031 view.php?id=687633 63145 2024-01-08 00:00:31 2024 1 8 0 early morning f 2024-01-08 1
view section 0 3547 170578833 NaN course 1704672032 view.php?id=3547&section=11 94180 2024-01-08 00:00:32 2024 1 8 0 early morning cd 2024-01-08 1
view section 0 3547 170578840 NaN course 1704672033 view.php?id=3547&section=24 94708 2024-01-08 00:00:33 2024 1 8 0 early morning p 2024-01-08 1
view forum 687604 3547 170578888 NaN forum 1704672052 view.php?f=61093 94991 2024-01-08 00:00:52 2024 1 8 0 early morning cd 2024-01-08 1
view 0 3547 170578895 NaN course 1704672055 view.php?id=3547 94071 2024-01-08 00:00:55 2024 1 8 0 early morning hd 2024-01-08 1

plot_timebucket_x_stacked_grade

grade_group_matched time_bucket hd cd p f i
early morning 5888 52494 12116 5810 1557
morning 4570 44327 10118 5366 1087
afternoon 925 9621 2891 2978 590
evening 617 5672 1651 1095 286

plot_normalized_timebucket_x_stacked_grade

grade_group_matched time_bucket hd cd p f i
early morning 654.22 388.84 310.67 129.11 311.4
morning 507.78 328.35 259.44 119.24 217.4
afternoon 102.78 71.27 74.13 66.18 118.0
evening 68.56 42.01 42.33 24.33 57.2
night late 0.00 0.00 0.00 0.00 0.0

plot_weekly_timebucket_stacked_by_grade

grade_group_matched week_range time_bucket hd cd p f i week_sort xtick
2024-01-08 to 2024-01-14 early morning 967.0 6782.0 1943.0 1147.0 227.0 2024-01-08 2024-01-08 to 2024-01-14\nEarly Morning
2024-01-08 to 2024-01-14 morning 701.0 5932.0 1116.0 841.0 201.0 2024-01-08 2024-01-08 to 2024-01-14\nMorning
2024-01-08 to 2024-01-14 afternoon 32.0 690.0 154.0 237.0 51.0 2024-01-08 2024-01-08 to 2024-01-14\nAfternoon
2024-01-08 to 2024-01-14 evening 97.0 487.0 112.0 105.0 38.0 2024-01-08 2024-01-08 to 2024-01-14\nEvening
2024-01-15 to 2024-01-21 early morning 632.0 4739.0 1409.0 1301.0 143.0 2024-01-15 2024-01-15 to 2024-01-21\nEarly Morning
2024-01-15 to 2024-01-21 morning 309.0 4928.0 1362.0 759.0 147.0 2024-01-15 2024-01-15 to 2024-01-21\nMorning
2024-01-15 to 2024-01-21 afternoon 71.0 1174.0 491.0 573.0 26.0 2024-01-15 2024-01-15 to 2024-01-21\nAfternoon
2024-01-15 to 2024-01-21 evening 15.0 392.0 181.0 214.0 24.0 2024-01-15 2024-01-15 to 2024-01-21\nEvening
2024-01-22 to 2024-01-28 early morning 551.0 3511.0 544.0 604.0 92.0 2024-01-22 2024-01-22 to 2024-01-28\nEarly Morning
2024-01-22 to 2024-01-28 morning 435.0 2685.0 514.0 595.0 102.0 2024-01-22 2024-01-22 to 2024-01-28\nMorning

generate_daily_timebucket_by_grade

time_bucket_num grade_group_matched date timebucket_early_morning_action_count timebucket_morning_action_count timebucket_afternoon_action_count timebucket_evening_action_count timebucket_night_late_action_count
cd 2024-01-08 2052.0 2437.0 308.0 105.0 0
cd 2024-01-09 1067.0 887.0 50.0 29.0 0
cd 2024-01-10 896.0 880.0 62.0 57.0 0
cd 2024-01-11 725.0 491.0 75.0 56.0 0
cd 2024-01-12 358.0 362.0 81.0 93.0 0
cd 2024-01-13 610.0 458.0 52.0 58.0 0
cd 2024-01-14 1074.0 417.0 62.0 89.0 0
cd 2024-01-15 590.0 751.0 173.0 65.0 0
cd 2024-01-16 941.0 538.0 103.0 53.0 0
cd 2024-01-17 434.0 990.0 109.0 36.0 0

daily_summary_log_timebucket_plot_df

date time_bucket action_count time_bucket_label weekday week_start
2024-01-08 timebucket_early_morning_action_count 2052.0 Early Morning Mon 2024-01-08
2024-01-09 timebucket_early_morning_action_count 1067.0 Early Morning Tue 2024-01-08
2024-01-10 timebucket_early_morning_action_count 896.0 Early Morning Wed 2024-01-08
2024-01-11 timebucket_early_morning_action_count 725.0 Early Morning Thu 2024-01-08
2024-01-12 timebucket_early_morning_action_count 358.0 Early Morning Fri 2024-01-08
2024-01-13 timebucket_early_morning_action_count 610.0 Early Morning Sat 2024-01-08
2024-01-14 timebucket_early_morning_action_count 1074.0 Early Morning Sun 2024-01-08
2024-01-15 timebucket_early_morning_action_count 590.0 Early Morning Mon 2024-01-15
2024-01-16 timebucket_early_morning_action_count 941.0 Early Morning Tue 2024-01-15
2024-01-17 timebucket_early_morning_action_count 434.0 Early Morning Wed 2024-01-15

daily_summary_log_timebucket_total_actions

169659

plot_weekday_timebucket_grade_distribution

grade_group_matched week_label weekday bucket_col count time_bucket
cd 2024-01-08 to 2024-01-14 Mon timebucket_early_morning_action_count 2052.0 Early Morning
cd 2024-01-08 to 2024-01-14 Tue timebucket_early_morning_action_count 1067.0 Early Morning
cd 2024-01-08 to 2024-01-14 Wed timebucket_early_morning_action_count 896.0 Early Morning
cd 2024-01-08 to 2024-01-14 Thu timebucket_early_morning_action_count 725.0 Early Morning
cd 2024-01-08 to 2024-01-14 Fri timebucket_early_morning_action_count 358.0 Early Morning
cd 2024-01-08 to 2024-01-14 Sat timebucket_early_morning_action_count 610.0 Early Morning
cd 2024-01-08 to 2024-01-14 Sun timebucket_early_morning_action_count 1074.0 Early Morning
cd 2024-01-15 to 2024-01-21 Mon timebucket_early_morning_action_count 590.0 Early Morning
cd 2024-01-15 to 2024-01-21 Tue timebucket_early_morning_action_count 941.0 Early Morning
cd 2024-01-15 to 2024-01-21 Wed timebucket_early_morning_action_count 434.0 Early Morning

normalize_action_with_group_info

grade_group_matched week_label weekday bucket_col count time_bucket group_total count_per_user count_per_100_users
cd 2024-01-08 to 2024-01-14 Mon timebucket_early_morning_action_count 2052.0 Early Morning 135 15.20 1520.00
cd 2024-01-08 to 2024-01-14 Tue timebucket_early_morning_action_count 1067.0 Early Morning 135 7.90 790.37
cd 2024-01-08 to 2024-01-14 Wed timebucket_early_morning_action_count 896.0 Early Morning 135 6.64 663.70
cd 2024-01-08 to 2024-01-14 Thu timebucket_early_morning_action_count 725.0 Early Morning 135 5.37 537.04
cd 2024-01-08 to 2024-01-14 Fri timebucket_early_morning_action_count 358.0 Early Morning 135 2.65 265.19
cd 2024-01-08 to 2024-01-14 Sat timebucket_early_morning_action_count 610.0 Early Morning 135 4.52 451.85
cd 2024-01-08 to 2024-01-14 Sun timebucket_early_morning_action_count 1074.0 Early Morning 135 7.96 795.56
cd 2024-01-15 to 2024-01-21 Mon timebucket_early_morning_action_count 590.0 Early Morning 135 4.37 437.04
cd 2024-01-15 to 2024-01-21 Tue timebucket_early_morning_action_count 941.0 Early Morning 135 6.97 697.04
cd 2024-01-15 to 2024-01-21 Wed timebucket_early_morning_action_count 434.0 Early Morning 135 3.21 321.48

plot_weekday_timebucket_grade_distribution_per_user

grade_group_matched week_label weekday bucket_col count time_bucket group_total count_per_user count_per_100_users
cd 2024-01-08 to 2024-01-14 Mon timebucket_early_morning_action_count 2052.0 Early Morning 135 15.20 1520.00
cd 2024-01-08 to 2024-01-14 Tue timebucket_early_morning_action_count 1067.0 Early Morning 135 7.90 790.37
cd 2024-01-08 to 2024-01-14 Wed timebucket_early_morning_action_count 896.0 Early Morning 135 6.64 663.70
cd 2024-01-08 to 2024-01-14 Thu timebucket_early_morning_action_count 725.0 Early Morning 135 5.37 537.04
cd 2024-01-08 to 2024-01-14 Fri timebucket_early_morning_action_count 358.0 Early Morning 135 2.65 265.19
cd 2024-01-08 to 2024-01-14 Sat timebucket_early_morning_action_count 610.0 Early Morning 135 4.52 451.85
cd 2024-01-08 to 2024-01-14 Sun timebucket_early_morning_action_count 1074.0 Early Morning 135 7.96 795.56
cd 2024-01-15 to 2024-01-21 Mon timebucket_early_morning_action_count 590.0 Early Morning 135 4.37 437.04
cd 2024-01-15 to 2024-01-21 Tue timebucket_early_morning_action_count 941.0 Early Morning 135 6.97 697.04
cd 2024-01-15 to 2024-01-21 Wed timebucket_early_morning_action_count 434.0 Early Morning 135 3.21 321.48

Plots

Grade Distribution Plot


Summary all Log Timebucket Plot


plot_timebucket_by_week


plot_timebucket_x_stacked_grade


plot_normalized_timebucket_x_stacked_grade


plot_weekly_timebucket_stacked_by_grade


generate_daily_timebucket_by_grade


Weekly Summary - 2024-01-08 to 2024-01-14


Weekly Summary - 2024-01-15 to 2024-01-21


Weekly Summary - 2024-01-22 to 2024-01-28


Weekly Summary - 2024-01-29 to 2024-02-04


Weekly Summary - 2024-02-05 to 2024-02-11


Weekly Summary - 2024-02-12 to 2024-02-18


Weekly Summary - 2024-02-19 to 2024-02-25


Weekly Summary - 2024-02-26 to 2024-03-03


Weekly Summary - 2024-03-04 to 2024-03-10


Weekly Summary - 2024-03-11 to 2024-03-17


Weekly Summary - 2024-03-18 to 2024-03-24


2024-01-08 to 2024-01-14


2024-01-15 to 2024-01-21


2024-01-22 to 2024-01-28


2024-01-29 to 2024-02-04


2024-02-05 to 2024-02-11


2024-02-12 to 2024-02-18


2024-02-19 to 2024-02-25


2024-02-26 to 2024-03-03


2024-03-04 to 2024-03-10


2024-03-11 to 2024-03-17


2024-03-18 to 2024-03-24


week_2024-01-08 to 2024-01-14


week_2024-01-15 to 2024-01-21


week_2024-01-22 to 2024-01-28


week_2024-01-29 to 2024-02-04


week_2024-02-05 to 2024-02-11


week_2024-02-12 to 2024-02-18


week_2024-02-19 to 2024-02-25


week_2024-02-26 to 2024-03-03


week_2024-03-04 to 2024-03-10


week_2024-03-11 to 2024-03-17


week_2024-03-18 to 2024-03-24